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https://github.com/google/nomulus
synced 2026-09-12 11:06:29 +00:00
Support shared database snapshot (#1403)
* Support shared database snapshot Allow multiple workers to share a CONSISTENT database snapshot. The motivating use case is SQL database snapshot loading, where it is too slow to depend on one worker to load everything. This currently is postgresql-specific, but will be improved to be vendor-independent. Also made sure AppEngineEnvironment.java clears the cached environment in call cases when tearing down.
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// Copyright 2021 The Nomulus Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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package google.registry.beam.common;
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import static com.google.common.base.Preconditions.checkState;
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import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
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import com.google.common.flogger.FluentLogger;
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import java.util.List;
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import javax.persistence.EntityManager;
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import javax.persistence.EntityTransaction;
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/**
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* A database snapshot shareable by concurrent queries from multiple database clients. A snapshot is
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* uniquely identified by its {@link #getSnapshotId snapshotId}, and must stay open until all
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* concurrent queries to this snapshot have attached to it by calling {@link
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* google.registry.persistence.transaction.JpaTransactionManager#setDatabaseSnapshot}. However, it
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* can be closed before those queries complete.
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*
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* <p>This feature is <em>Postgresql-only</em>.
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*
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* <p>To support large queries, transaction isolation level is fixed at the REPEATABLE_READ to avoid
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* exhausting predicate locks at the SERIALIZABLE level.
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*/
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// TODO(b/193662898): vendor-independent support for richer transaction semantics.
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public class DatabaseSnapshot implements AutoCloseable {
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private static final FluentLogger logger = FluentLogger.forEnclosingClass();
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private String snapshotId;
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private EntityManager entityManager;
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private EntityTransaction transaction;
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private DatabaseSnapshot() {}
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public String getSnapshotId() {
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checkState(entityManager != null, "Snapshot not opened yet.");
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checkState(entityManager.isOpen(), "Snapshot already closed.");
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return snapshotId;
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}
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private DatabaseSnapshot open() {
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entityManager = jpaTm().getStandaloneEntityManager();
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transaction = entityManager.getTransaction();
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transaction.setRollbackOnly();
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transaction.begin();
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entityManager
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.createNativeQuery("SET TRANSACTION ISOLATION LEVEL REPEATABLE READ")
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.executeUpdate();
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List<?> snapshotIds =
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entityManager.createNativeQuery("SELECT pg_export_snapshot();").getResultList();
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checkState(snapshotIds.size() == 1, "Unexpected number of snapshots: %s", snapshotIds.size());
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snapshotId = (String) snapshotIds.get(0);
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return this;
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}
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@Override
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public void close() {
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if (transaction != null && transaction.isActive()) {
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try {
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transaction.rollback();
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} catch (Exception e) {
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logger.atWarning().withCause(e).log("Failed to close a Database Snapshot");
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}
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}
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if (entityManager != null && entityManager.isOpen()) {
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entityManager.close();
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}
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}
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public static DatabaseSnapshot createSnapshot() {
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return new DatabaseSnapshot().open();
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}
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}
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@@ -138,6 +138,9 @@ public final class RegistryJpaIO {
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abstract Coder<T> coder();
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@Nullable
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abstract String snapshotId();
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abstract Builder<R, T> toBuilder();
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@Override
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@@ -145,7 +148,9 @@ public final class RegistryJpaIO {
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public PCollection<T> expand(PBegin input) {
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return input
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.apply("Starting " + name(), Create.of((Void) null))
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.apply("Run query for " + name(), ParDo.of(new QueryRunner<>(query(), resultMapper())))
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.apply(
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"Run query for " + name(),
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ParDo.of(new QueryRunner<>(query(), resultMapper(), snapshotId())))
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.setCoder(coder())
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.apply("Reshuffle", Reshuffle.viaRandomKey());
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}
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@@ -162,6 +167,18 @@ public final class RegistryJpaIO {
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return toBuilder().coder(coder).build();
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}
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/**
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* Specifies the database snapshot to use for this query.
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*
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* <p>This feature is <em>Postgresql-only</em>. User is responsible for keeping the snapshot
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* available until all JVM workers have started using it by calling {@link
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* JpaTransactionManager#setDatabaseSnapshot}.
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*/
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// TODO(b/193662898): vendor-independent support for richer transaction semantics.
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public Read<R, T> withSnapshot(String snapshotId) {
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return toBuilder().snapshotId(snapshotId).build();
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}
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static <R, T> Builder<R, T> builder() {
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return new AutoValue_RegistryJpaIO_Read.Builder<R, T>()
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.name(DEFAULT_NAME)
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@@ -179,6 +196,8 @@ public final class RegistryJpaIO {
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abstract Builder<R, T> coder(Coder coder);
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abstract Builder<R, T> snapshotId(@Nullable String sharedSnapshotId);
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abstract Read<R, T> build();
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Builder<R, T> criteriaQuery(CriteriaQuerySupplier<R> criteriaQuery) {
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@@ -201,17 +220,28 @@ public final class RegistryJpaIO {
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static class QueryRunner<R, T> extends DoFn<Void, T> {
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private final RegistryQuery<R> query;
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private final SerializableFunction<R, T> resultMapper;
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// java.util.Optional is not serializable. Use of Guava Optional is discouraged.
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@Nullable private final String snapshotId;
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QueryRunner(RegistryQuery<R> query, SerializableFunction<R, T> resultMapper) {
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QueryRunner(
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RegistryQuery<R> query,
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SerializableFunction<R, T> resultMapper,
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@Nullable String snapshotId) {
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this.query = query;
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this.resultMapper = resultMapper;
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this.snapshotId = snapshotId;
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}
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@ProcessElement
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public void processElement(OutputReceiver<T> outputReceiver) {
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jpaTm()
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.transactNoRetry(
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() -> query.stream().map(resultMapper::apply).forEach(outputReceiver::output));
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() -> {
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if (snapshotId != null) {
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jpaTm().setDatabaseSnapshot(snapshotId);
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}
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query.stream().map(resultMapper::apply).forEach(outputReceiver::output);
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});
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}
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}
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}
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@@ -43,10 +43,22 @@ public class AppEngineEnvironment {
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private Environment environment;
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/**
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* Constructor for use by tests.
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*
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* <p>All test suites must use the same appId for environments, since when tearing down we do not
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* clear cached environments in spawned threads. See {@link #unsetEnvironmentForAllThreads} for
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* more information.
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*/
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public AppEngineEnvironment() {
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this("PlaceholderAppId");
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/**
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* Use AppEngineExtension's appId here so that ofy and sql entities can be compared with {@code
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* Objects#equals()}. The choice of this value does not impact functional correctness.
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*/
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this("test");
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}
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/** Constructor for use by applications, e.g., BEAM pipelines. */
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public AppEngineEnvironment(String appId) {
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environment = createAppEngineEnvironment(appId);
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}
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@@ -65,7 +77,17 @@ public class AppEngineEnvironment {
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ApiProxy.clearEnvironmentForCurrentThread();
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}
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/**
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* Unsets the test environment in all threads with best effort.
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*
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* <p>This method unsets the environment factory and clears the cached environment in the current
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* thread (the main test runner thread). We do not clear the cache in spawned threads, even though
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* they may be reused. This is not a problem as long as the appId stays the same: those threads
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* are used only in AppEngine or BEAM tests, and expect the presence of an environment.
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*/
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public void unsetEnvironmentForAllThreads() {
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unsetEnvironmentForCurrentThread();
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try {
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Method method = ApiProxy.class.getDeclaredMethod("clearEnvironmentFactory");
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method.setAccessible(true);
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+27
-1
@@ -24,7 +24,33 @@ import javax.persistence.criteria.CriteriaQuery;
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/** Sub-interface of {@link TransactionManager} which defines JPA related methods. */
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public interface JpaTransactionManager extends TransactionManager {
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/** Returns the {@link EntityManager} for the current request. */
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/**
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* Returns a long-lived {@link EntityManager} not bound to a particular transaction.
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*
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* <p>Caller is responsible for closing the returned instance.
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*/
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EntityManager getStandaloneEntityManager();
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/**
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* Specifies a database snapshot exported by another transaction to use in the current
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* transaction.
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*
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* <p>This is a Postgresql-specific feature. This method must be called before any other SQL
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* commands in a transaction.
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*
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* <p>To support large queries, transaction isolation level is fixed at the REPEATABLE_READ to
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* avoid exhausting predicate locks at the SERIALIZABLE level.
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*
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* @see google.registry.beam.common.DatabaseSnapshot
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*/
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// TODO(b/193662898): vendor-independent support for richer transaction semantics.
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JpaTransactionManager setDatabaseSnapshot(String snapshotId);
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/**
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* Returns the {@link EntityManager} for the current request.
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*
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* <p>The returned instance is closed when the current transaction completes.
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*/
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EntityManager getEntityManager();
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/**
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+21
@@ -120,6 +120,11 @@ public class JpaTransactionManagerImpl implements JpaTransactionManager {
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emf.close();
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}
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@Override
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public EntityManager getStandaloneEntityManager() {
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return emf.createEntityManager();
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}
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@Override
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public EntityManager getEntityManager() {
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EntityManager entityManager = transactionInfo.get().entityManager;
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@@ -131,6 +136,22 @@ public class JpaTransactionManagerImpl implements JpaTransactionManager {
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return entityManager;
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}
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@Override
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public JpaTransactionManager setDatabaseSnapshot(String snapshotId) {
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// Postgresql-specific: 'set transaction' command must be called inside a transaction
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assertInTransaction();
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EntityManager entityManager = getEntityManager();
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// Isolation is hardcoded to REPEATABLE READ, as specified by parent's Javadoc.
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entityManager
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.createNativeQuery("SET TRANSACTION ISOLATION LEVEL REPEATABLE READ")
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.executeUpdate();
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entityManager
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.createNativeQuery(String.format("SET TRANSACTION SNAPSHOT '%s'", snapshotId))
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.executeUpdate();
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return this;
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}
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@Override
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public <T> TypedQuery<T> query(String sqlString, Class<T> resultClass) {
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return new DetachingTypedQuery<>(getEntityManager().createQuery(sqlString, resultClass));
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